This is a borough-level view of chain saturation (chains / all restaurants).
(Pearson r with chain saturation)
Most resistant: Hackney, Kensington and Chelsea, Westminster…
Most captured: Havering, Barking and Dagenham, Bexley…
Note: tube “lines” are a geometric proxy (nearest-station skeleton).